The DOI matches its Crossref record; 98 of the 98 references it cites were found in a registry or an index.
Innovative technology-based interventions for autism spectrum disorders: A meta-analysis
Abstract
This article reports the results of a meta-analysis of technology-based intervention studies for children with autism spectrum disorders. We conducted a systematic review of research that used a pre-post design to assess innovative technology interventions, including computer programs, virtual reality, and robotics. The selected studies provided interventions via a desktop computer, interactive DVD, shared active surface, and virtual reality. None employed robotics. The results provide evidence for the overall effectiveness of technology-based training. The overall mean effect size for posttests of controlled studies of children with autism spectrum disorders who received technology-based interventions was significantly different from zero and approached the medium magnitude, d = 0.47 (confidence interval: 0.08-0.86). The influence of age and IQ was not significant. Differences in training procedures are discussed in the light of the negative correlation that was found between the intervention durations and the studies' effect sizes. The results of this meta-analysis provide support for the continuing development, evaluation, and clinical usage of technology-based intervention for individuals with autism spectrum disorders.
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“In that way, the presented approach is aligned with the recommendations made by Grynszpan et al. (2014) for the design of more accessible interventions.”
From iSenseVR: bringing VR exposure therapy outside the laboratory (2019) · cites this paper as Grynszpan et al. (2014)
In the citing paper
“Games for children with ASD-related symptoms showed comparable moderate effect as found by Grynszpan et al. (85) for technology-based (non-serious gaming) interventions for children with autism spectrum-related symptoms (d = 0.47).”
From Serious Games for Mental Health: Are They Accessible, Feasible, and Effective? A Systematic Review and Meta-analysis (2017) · cites this paper as [85]
Citations
Cites
Statistical Power Analysis for the Behavioral Sciences
Muller, K. E., & Cohen, J. (1989) · Technometrics · doi:10.2307/1270020 · Cited by 99,603
Statistical power analysis for the behavioral sciences
Cohen, J. (1990) · Computers Environment and Urban Systems · doi:10.1016/0198-9715(90)90050-4 · Cited by 65,417
(2005) · PubMed · Cited by 7,011
Carayannis, E. G. (2013) · Springer eBooks · doi:10.1007/978-1-4614-3858-8_100431 · Cited by 4,819
Meta-Analytic Procedures for Social Research
Rosenthal, R. (1991) · doi:10.4135/9781412984997 · Cited by 4,635
Baron‐Cohen, S., Wheelwright, S., Hill, J., Raste, Y., & Plumb, I. (2001) · Journal of Child Psychology and Psychiatry · doi:10.1111/1469-7610.00715 · Cited by 4,555
Baron‐Cohen, S., Wheelwright, S. J., Hill, J., Raste, Y., & Plumb, I. (2001) · PubMed · Cited by 4,313
DSM-IV: Diagnostic and Statistical Manual of Mental Disorders
Bell, C. C. (1994) · JAMA · doi:10.1001/jama.1994.03520100096046 · Cited by 2,608
Gresham, F. M., & Elliot, S. N. (1990) · PsycTESTS Dataset · doi:10.1037/t10269-000 · Cited by 2,024
Meta-Analysis: Quantitative Methods for Research Synthesis
Rosenthal, R., & Wolf, F. M. (1987) · Contemporary Sociology A Journal of Reviews · doi:10.2307/2071646 · Cited by 1,371
Research works printed but not linked: 5
- Benton AL (1983) Facial Recognition: Stimulus and Multiple Choice Pictures. New York: Oxford University Press.
- Brigance AH (2004) Brigance Inventory of Early Development–II (IED–II). North Billerica, MA: Curriculum Associates.
- National Autism Center (2009) National Standards Report. Randolph, MA: National Autism Center.
- Tornéus M, Taube K, Lundberg I (1984) Fonologisk medvetenhet: Handledning for kartlaggning och utveckling (in Swedish). Stockholm: Psykologiforlaget.
- Wechsler D (1997) WMS-III: Wechsler Memory Scale Administration and Scoring Manual. San Antonio, TX: The Psychological Corporation.
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Project AIM: Autism intervention meta-analysis for studies of young children.
Sandbank, M., Bottema-Beutel, K., Crowley, S., Cassidy, M., Dunham, K., Feldman, J. I., Crank, J., Albarran, S. A., Raj, S., Mahbub, P., et al. (2020) · Psychological Bulletin · doi:10.1037/bul0000215 · Cited by 606
Valmaggia, L. R., Latif, L., Kempton, M. J., & Rus-Calafell, M. (2016) · Psychiatry Research · doi:10.1016/j.psychres.2016.01.015 · Cited by 500
“More recently two reviews have reviewed the evidence for the assessment and treatment of schizophrenia in a more comprehensive manner (Macedo et al., 2015; Veling et al., 2014) and a recent review also investigated the use of VR in autism (Grynszpan et al., 2014).”
BackgroundFrom Gaze Perception to Social Cognition: The Shared-Attention System
Stephenson, L. J., Edwards, S. G., & Bayliss, A. P. (2021) · Perspectives on Psychological Science · doi:10.1177/1745691620953773 · Cited by 769
Philippe, T. J., Sikder, N., Jackson, A., Koblanski, M. E., Liow, E., Pilarinos, A., & Vasarhelyi, K. (2022) · JMIR Mental Health · doi:10.2196/35159 · Cited by 436
Annual Research Review: The transdiagnostic revolution in neurodevelopmental disorders
Astle, D. E., Holmes, J., Kievit, R., & Gathercole, S. E. (2022) · Journal of Child Psychology and Psychiatry · doi:10.1111/jcpp.13481 · Cited by 384
Metadata
- Authors
- Grynszpan, O., Weiss, P. L. (., Perez-Diaz, F., & Gal, E.
- Affiliations
- Centre National de la Recherche Scientifique (FR)
- University of Haifa (IL)
- CNRS USR 3246, France
- Venue
- Autism
- Publisher
- SAGE Publications
- Published
- 2013-10-03
- Volume
- 18
- Issue
- 4
- Pages
- 346-361
- ISSN
- 1362-3613 (ISSN-L)
- 1461-7005
- OpenAlex
- W2165069154
- Cited by
- 621
- References
- 98
- Citations by year
- 2026: 112 · 2025: 37 · 2024: 44 · 2023: 65 · 2022: 41 · 2021: 61 · 2020: 61 · 2019: 49 · 2018: 54 · 2017: 43 · 2016: 26 · 2015: 16 · 2014: 8 · 2013: 4
- FWCI
- 1.54
- Type
- journal article
- Language
- en
- Open access
- closed
- Locations
- Autism (publishedVersion)
- PubMed (publishedVersion)
- Topics
- Life Sciences › Neuroscience › Cognitive Neuroscience › Autism Spectrum Disorder Research
- Social Sciences › Psychology › Developmental and Educational Psychology › Behavioral and Psychological Studies
- Social Sciences › Psychology › Social Psychology › Social Robot Interaction and HRI
- Keywords
- autism spectrum disorder, technology-based interventions, computer-based training, virtual reality, interactive DVD, children, intervention effectiveness, intervention duration
- MeSH terms
- Child, Child Development Disorders, Pervasive, Female, Humans, Male, Patient Education as Topic, Robotics, Technology, Therapy, Computer-Assisted, Therapies, Investigational, Virtual Reality Exposure Therapy
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